The ornate, gilded mirror, his great-aunt's pride and joy, was to be sold. His aunt's words hung in the air, heavy and blunt. A cold, hard knot formed in his stomach.

He felt the blood rush to his ears, making a low roaring sound. He felt a desperate need to say something, anything, but the words wouldn't come. He blinked rapidly, as though trying to clear his vision.

The reflection in the mirror seemed to mock him, a distorted image of his disbelief. He looked at his aunt, her face set in a determined expression.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219